KaiChengDM / Kriging-and-GE-Kriging-model-toolbox
Gradient-enhanced Kriging surrogate model
☆20Updated 2 weeks ago
Alternatives and similar repositories for Kriging-and-GE-Kriging-model-toolbox:
Users that are interested in Kriging-and-GE-Kriging-model-toolbox are comparing it to the libraries listed below
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆31Updated last year
- time-variant reliability analysis method☆14Updated 5 years ago
- This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code imple…☆13Updated 5 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆13Updated last year
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆18Updated 5 years ago
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆11Updated 3 years ago
- In his project, we proposed a new acquisition function for kriging-based reliability analysis, namely expected uncertainty reduction (EUR…☆11Updated 3 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 3 years ago
- ☆13Updated last month
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆9Updated 3 weeks ago
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆21Updated 5 years ago
- Reliability-based Design Optimization☆9Updated last year
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 4 years ago
- Bayesian Framework for Updating☆13Updated 2 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆17Updated last year
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆36Updated 7 years ago
- Source code of the paper: Dang C., Xu, J. Unified reliability assessment for problems with low- to high-dimensional random inputs using t…☆10Updated 3 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆25Updated last year
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆27Updated 5 months ago
- Multi-fidelity probability machine learning☆18Updated 3 months ago
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆12Updated 5 months ago
- Surrogate Based Design Optimization Toolbox☆30Updated 6 years ago
- multi-fidelity neural network☆18Updated last year
- Kriging for Analysis, Design optimization, And expLoration (KADAL)☆18Updated 3 years ago
- Latin hypercube sample with constraints.☆14Updated 10 years ago
- ☆15Updated 3 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆34Updated last year
- The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which i…☆42Updated 5 months ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆11Updated last month
- The code is for two phase demonstration as example 1 shown in the paper - Gao, Yi, and Yongming Liu. "Reliability-based topology optimiza…☆11Updated 3 years ago